Exactly. We've now got help in the inner loop, authoring code. But the bottleneck just shifts. If you're using ai codegen to write production code, but then throwing it all over the wall at another engineer to review you're not getting the full productivity benefit. It's time to envision an ai first coding workflow that covers the whole development lifecycle.